{"id":"W3048908406","doi":"10.1158/1557-3265.bladder19-pr08","title":"Abstract PR08: The genomic landscape of metastatic urothelial carcinoma from circulating tumor DNA","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"PTEN; ARID1A; Somatic cell; Cancer research; Bladder cancer; Cancer; Medicine; DNA sequencing; Circulating tumor cell; Oncology; Germline mutation; Gene; Mutation; Biology; Internal medicine; Metastasis; PI3K/AKT/mTOR pathway; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002259724,0.0001471986,0.0002012646,0.0004998663,0.0001523166,0.0004892654,0.0001769272,0.0002096657,0.003150578],"category_scores_gemma":[0.0009957108,0.0001060299,0.0001137326,0.000531533,0.0001609232,0.000190336,0.0002574525,0.0002481461,0.0005939507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931196,"about_ca_system_score_gemma":0.0001264704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007252697,"about_ca_topic_score_gemma":0.0007427166,"domain_scores_codex":[0.9998135,0.00002166002,0.00001386117,0.00006676612,0.00005548202,0.0000286828],"domain_scores_gemma":[0.9996353,0.00009347065,0.0001116743,0.00003063886,0.0000737162,0.00005516689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001258691,0.00006989192,0.5593115,0.0003077486,0.00009467946,0.001963213,0.0003075422,0.0008747767,0.3688563,0.0005222519,0.003155,0.06327834],"study_design_scores_gemma":[0.00004915532,0.0005340787,0.9223431,0.00004434812,0.00009569067,0.01033085,0.0002891557,0.003698402,0.0534974,0.0008176186,0.008282041,0.00001823274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937104,0.001198852,0.001522657,0.0001346458,0.00001274562,0.00001591861,0.001925431,0.00006728796,0.001412074],"genre_scores_gemma":[0.9965408,0.0002148344,0.001031875,0.00007064483,0.00001523942,0.00001249369,0.001604289,0.0000245242,0.0004852594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003150578,"threshold_uncertainty_score":0.01053977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.288795444234291,"score_gpt":0.4772809954703104,"score_spread":0.1884855512360194,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}